Patrizia Agnello

16 papers C 1Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
A Method for Privacy-Preserving and Explainable Pneumonia Detection and Localisation.
BIOSTEC (2)
Miriam Di Renzo, Filomena Niro, Desirè Menditto, Patrizia Agnello, Marta Petyx, Mario Cesarelli, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2026 J jnl
A Privacy-Preserving and Explainable Method for Diabetic Retinopathy Classification and Localization.
IEEE Access
Giovanni Ciaramella, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone, Francesco Mercaldo
2025 J jnl
A Deep Learning-Based Approach for Explainable Microsatellite Instability Detection in Gastrointestinal Malignancies.
J. Imaging
Ludovica Ciardiello, Patrizia Agnello, Marta Petyx, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo
2025 — conf
A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning.
ICIAP (Workshops 2)
Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo
2025 — conf
A Privacy-Preserving and Explainable Approach for Anomaly Detection in Substation Networks.
IJCCI (3)
Paul Tavolato, Oliver Eigner, Philipp Kreimel-Haindl, Patrizia Agnello, Marta Petyx, Antonella Santone, Fabio Martinelli, Francesco Mercaldo
2025 — conf
BIOFED: A Biomedical Federated and Explainable Framework for Object Detection.
BIBM
Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone
2025 — conf
Flip_VIT: An Explainable Federated Learning Framework for Privacy-Preserving Biomedical Imaging Analysis.
BIBM
Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone
2023 J jnl
Industrial safety management in the digital era: Constructing a knowledge graph from near misses.
Comput. Ind.
Francesco Simone, Silvia Maria Ansaldi, Patrizia Agnello, Riccardo Patriarca
2023 J jnl
Lessons learned from HIAD 2.0: Inspection and maintenance to avoid hydrogen-induced material failures.
Comput. Chem. Eng.
Alessandro Campari, Antonio Javier Nakhal Akel, Federico Ustolin, Antonio Alvaro, Alessandro Ledda, Patrizia Agnello, Pietro Moretto, Riccardo Patriarca, Nicola Paltrinieri
2021 — conf
Extraction of Medical Concepts from Italian Natural Language Descriptions (Discussion Paper).
SEBD
Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca
2021 — conf
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention (Discussion Paper).
SEBD
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
2021 J jnl
RECKONition: a NLP-based system for Industrial Accidents at Work Prevention.
CoRR
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri
2021 — conf
RECKOn: a REal-world, Context-aware KnOwledge-based lab (Discussion Paper).
SEBD
Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio Alberto Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca
2019 — conf
Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries.
CLiC-it
Simone Bruno, Silvia Maria Ansaldi, Patrizia Agnello, Fabio Massimo Zanzotto
2015 C conf
An Ontology for Representing and Extracting Knowledge Starting from Open Data of Public Administrations.
DATA
Patrizia Agnello, Silvia Maria Ansaldi
2012 — conf
An Ontology for the Identification of the most Appropriate Risk Management Methodology.
OTM Workshops
Silvia Maria Ansaldi, Marina Monti, Patrizia Agnello, Franca Giannini